Rafiq Hamdi

11 papers C 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Ecol. Informatics
Sulei Naibi, Anming Bao, Ye Yuan, Jiayu Bao, Rafiq Hamdi, Tao Yu, Xiaoran Huang, Ting Wang, Tao Li, Jingyu Jin, Gang Long, Piet Termonia
2023 J jnl
Remote. Sens.
Tao Pan, Shanfeng He, Zhaoyu Liu, Liming Jiang, Qinglei Zhao, Rafiq Hamdi
2023 J jnl
Remote. Sens.
Trisha Chakraborty, Debashish Das, Rafiq Hamdi, Ansar Khan, Dev Niyogi
2022 J jnl
Remote. Sens.
Tao Yang, Qian Li, Qiang Zou, Rafiq Hamdi, Fengqi Cui, Lanhai Li
2021 C conf
IGARSS
Jan De Pue, Sebastian Wieneke, José Miguel Barrios, Liyang Liu, Maral Maleki, Philippe Ciais, Alirio Arboleda, Rafiq Hamdi, Ana Bastos, Ivan A. Janssens, Fabienne Maignan, Françoise Gellens-Meulenberghs, Manuela Balzarolo
2020 J jnl
J. Sensors
Miao Zhang, Geping Luo, Peng Cai, Rafiq Hamdi
2020 J jnl
Remote. Sens.
Astrid Vannoppen, Anne Gobin, Lola Kotova, Sara Top, Lesley De Cruz, Andris Viksna, Svetlana Aniskevich, Leonid Bobylev, Lars Buntemeyer, Steven Caluwaerts, Rozemien De Troch, Natalia Gnatiuk, Rafiq Hamdi, Armelle Reca Remedio, Abdulla Sakalli, Hans Van de Vyver, Bert Van Schaeybroeck, Piet Termonia
2019 J jnl
Remote. Sens.
Tao Pan, Wenhui Kuang, Rafiq Hamdi, Chi Zhang, Shu Zhang, Zhili Li, Xin Chen
2019 conf
JURSE
Sara Top, Steven Caluwaerts, Bert Van Schaeybroeck, Rafiq Hamdi, François Duchêne, Piet Termonia
2018 J jnl
Remote. Sens.
Tao Pan, Chi Zhang, Wenhui Kuang, Philippe De Maeyer, Alishir Kurban, Rafiq Hamdi, Guoming Du
2010 J jnl
Remote. Sens.
Rafiq Hamdi
redb/extractors/macho_extractors/macho_exports.py
← Index redb/extractors/macho_extractors/macho_exports.py python
import inspect
from datetime import datetime, timezone
from typing import Any

from redb.extractors.enum import Tag
from redb.extractors.macho_extractor import MachOExtractor
from redb.models.dataclasses import MachOExport


class MachOExportExtractor(MachOExtractor):

    def __init__(
        self,
        filepath,
        log,
        exporters=None,
        index_prefix=None,
        elastic_index=None,
        known_benign=False,
        known_malicious=False,
        macho=None,
    ):
        super().__init__(
            filepath,
            log,
            exporters,
            index_prefix,
            elastic_index,
            known_benign,
            known_malicious,
            macho,
        )
        self.elastic_index = self.index_prefix + "-macho_exports"
        self.log.debug(inspect.currentframe().f_code.co_name)

    def tag(self):
        return Tag.MACHO_EXPORT.value

    def _extract_exports(self, arch_name=None):
        """Extract export information from the MachO binary for a specific architecture."""
        self.log.debug(inspect.currentframe().f_code.co_name)

        if not self.macho:
            return None

        try:
            # Get exported symbols using new API for specific architecture
            exported_symbols = self.macho.get_exported_symbols(arch=arch_name)

            # Extract all exported symbols (may be empty for some binaries)
            # Handle None or empty dict
            if not exported_symbols:
                exported_symbols = {}
            all_symbols = []
            for dylib_name, symbols in exported_symbols.items():
                # Process symbol names
                for symbol in symbols:
                    if isinstance(symbol, bytes):
                        symbol = symbol.decode('utf-8', errors='replace')
                    all_symbols.append(symbol)

            # Create export dataclass
            macho_export = MachOExport(
                macho_exports_total=len(all_symbols),
                macho_export_symbols=all_symbols  # Empty list is fine, but None is not allowed for Array type
            )

            return macho_export

        except Exception as e:
            self.log.error(f"Error extracting MachO exports for arch {arch_name}: {e}")
            return None

    def extract(self):
        self.log.debug(inspect.currentframe().f_code.co_name)
        try:
            # Get architectures (macho is already parsed in base class)
            architectures = self.macho.get_architectures()
            if len(architectures) > 1:
                # FAT binary - return list of exports for each architecture
                results = []
                for arch_name in architectures:
                    exports = self._extract_exports(arch_name)
                    if exports:
                        exports.arch_identifier = arch_name
                        results.append(exports)
                return results
            else:
                # Single architecture - return single result
                return self._extract_exports(architectures[0] if architectures else None)
        except Exception as e:
            self.log.error(f"Error extracting MachO exports: {e}")
            return None

    def prepare_export_data(self, exporter_type: str) -> Any:
        if exporter_type == "ElasticsearchExporter":
            return self.extract()
        elif exporter_type == "ClickHouseExporter":
            if not self.macho:
                return None

            # Get architectures (macho is already parsed in base class)
            try:
                architectures = self.macho.get_architectures()
                is_fat = len(architectures) > 1
            except Exception as e:
                self.log.error(f"Could not get architectures: {e}")
                return None

            data = []
            current_time = datetime.now(timezone.utc)

            # Loop through each architecture (1 for single, multiple for FAT)
            for arch_name in architectures:
                # Get architecture-specific sha256
                try:
                    arch_general_info = self.macho.get_general_info(arch=arch_name)
                    arch_header_raw = self.macho.get_macho_header(arch=arch_name)
                    arch_sha256 = arch_general_info.get('SHA256', self.sha256)
                    arch_cputype_raw = arch_header_raw.get('cputype', 0) if arch_header_raw else 0
                except Exception as e:
                    self.log.warning(f"Could not get arch-specific data for {arch_name}: {e}")
                    arch_sha256 = self.sha256
                    arch_cputype_raw = 0

                # Get exports for this architecture
                macho_export = self._extract_exports(arch_name)
                if not macho_export:
                    continue

                data.append([
                    arch_sha256,                          # sha256 (arch-specific)
                    macho_export.macho_exports_total,     # macho_exports_total
                    macho_export.macho_export_symbols,    # macho_export_symbols (keep as array!)
                    current_time,                         # analysis_date
                ])

            column_names = [
                'sha256',
                'macho_exports_total', 'macho_export_symbols',
                'analysis_date'
            ]

            if not data:
                return None

            column_type_names = [
                'FixedString(64)',
                'UInt32', 'Array(Nullable(String))',
                'DateTime64(3, \'UTC\')'
            ]

            return (data, column_names, column_type_names)

        return None

    def get_clickhouse_table(self) -> str:
        return "redb_macho_exports"